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Update README.md
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liu-xinrui authored Mar 5, 2023
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Expand Up @@ -33,7 +33,8 @@ Gbye main package, coordinate other function packages for GWAS and GS operations
***Quantile-Quantile Plots*** <br>
![QQ Plot by demo data](https://raw.githubusercontent.com/liu-xinrui/GbyE/main/base/QQplot.jpg)
<br>
# **How to use**
# **Analysis**
## **Example**
```
#Loading support packages
source("https://raw.githubusercontent.com/liu-xinrui/GbyE/main/GbyE.R")
Expand All @@ -50,12 +51,56 @@ Y=Y[match(GD[,1],Y[,1]),]
#Run GbyE
myGbyE=GbyE(GD=GD,
GM=GM,Y=Y,
PCA.total=3,
gwas=F,gs=T,
plot=T,
gwas.model="MLM",
method="gapit")
GM=GM,
Y=Y,
PCA.total=3,
gwas=T,
gs=T,
plot=T,
gwas.model="MLM",
method="gapit")
```
## **GWAS**
```
#GAPIT-" MLM" " CMLM" ,"BLINK" "FramCPU" "SUPER" etc
GbyE_GWAS=GbyE(GD=GD,
GM=GM,
Y=Y,
PCA.total=3,
gwas=T,
plot=T,
gwas.model=c("MLM","CMLM","BLINK","FramCPU","SUPER"))
```
## **GS**
### **rrBLUP**
```
#Support all rrblup built-in methods
GbyE_GS_rrBLUP=GbyE(GD=GD,
GM=GM,
Y=Y,
gs=T,
method="rrblup",
gs.model="ML")
```
### **GAPIT**
```
#Support all GAPIT built-in methods
GbyE_GS_GAPIT=GbyE(GD=GD,
GM=GM,
Y=Y,
gs=T,
method="gapit",
gs.model=c("gBLUP","MABLUP","cBLUP","sBLUP"))
```
### **BGLR**
```
#Support all rrblup built-in methods
GbyE_GS_BGLR=GbyE(GD=GD,
GM=GM,
Y=Y,
gs=T,
method="bglr",
gs.model="RRB") #BL BA BB BC RRB etc
```

# **Improve GbyE's test function package**<br>
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